{"id":"W4392762889","doi":"","title":"Magnitude of exercise capacity and quality of life improvement following repeat pulmonary rehabilitation in patients with COPD","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Pulmonary rehabilitation; Magnitude (astronomy); Rehabilitation; Medicine; Quality of life (healthcare); Physical therapy; Physical medicine and rehabilitation; Internal medicine; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006958625,0.0002035471,0.001039585,0.0004784556,0.0007398324,0.00009814854,0.001185363,0.0001596452,0.0006735931],"category_scores_gemma":[0.005082341,0.0001662708,0.0001001763,0.0002799262,0.0002570055,0.001501516,0.000834137,0.0006698651,0.000002536247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590676,"about_ca_system_score_gemma":0.0005539374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02119383,"about_ca_topic_score_gemma":0.0005715028,"domain_scores_codex":[0.995322,0.001003871,0.001795768,0.0003915024,0.0009823078,0.0005045491],"domain_scores_gemma":[0.9943587,0.001567131,0.002097637,0.0008259319,0.0007384066,0.0004122253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001580878,0.0004730223,0.9800324,0.002942821,0.000041163,0.000002079657,0.0009269423,0.00000487908,0.004490047,0.00001879755,0.0006187641,0.008868149],"study_design_scores_gemma":[0.002071083,0.00007475997,0.9928477,0.003031395,0.00002211648,4.444936e-8,0.0003761023,0.0000135662,0.0005886226,0.00073761,0.00007895251,0.0001580588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946223,0.001280856,0.00001100255,0.0002543776,0.0002392032,0.002035301,0.00006004054,0.000006927266,0.001490023],"genre_scores_gemma":[0.9982617,0.001091003,0.0003005127,0.00007707121,0.00003030055,0.0001074791,0.000009730928,0.00002715968,0.00009503445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02062233,"threshold_uncertainty_score":0.9853241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3009246127530188,"score_gpt":0.6122438900684851,"score_spread":0.3113192773154663,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}